A review of visual sustained attention: neural mechanisms and computational models.
Computational models
Evaluation
Neural mechanisms
Neural pathways
Sustained attention
Journal
PeerJ
ISSN: 2167-8359
Titre abrégé: PeerJ
Pays: United States
ID NLM: 101603425
Informations de publication
Date de publication:
2023
2023
Historique:
received:
05
05
2022
accepted:
13
04
2023
medline:
20
6
2023
pubmed:
19
6
2023
entrez:
19
6
2023
Statut:
epublish
Résumé
Sustained attention is one of the basic abilities of humans to maintain concentration on relevant information while ignoring irrelevant information over extended periods. The purpose of the review is to provide insight into how to integrate neural mechanisms of sustained attention with computational models to facilitate research and application. Although many studies have assessed attention, the evaluation of humans' sustained attention is not sufficiently comprehensive. Hence, this study provides a current review on both neural mechanisms and computational models of visual sustained attention. We first review models, measurements, and neural mechanisms of sustained attention and propose plausible neural pathways for visual sustained attention. Next, we analyze and compare the different computational models of sustained attention that the previous reviews have not systematically summarized. We then provide computational models for automatically detecting vigilance states and evaluation of sustained attention. Finally, we outline possible future trends in the research field of sustained attention.
Identifiants
pubmed: 37334118
doi: 10.7717/peerj.15351
pii: 15351
pmc: PMC10274610
doi:
Types de publication
Review
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e15351Informations de copyright
©2023 Huang et al.
Déclaration de conflit d'intérêts
The authors declare there are no competing interests.
Références
Eur J Neurosci. 2022 Jun;55(11-12):3191-3208
pubmed: 33319447
Biol Psychiatry Glob Open Sci. 2022 Nov 26;3(4):948-957
pubmed: 37881561
Cereb Cortex. 2008 Sep;18(9):2158-68
pubmed: 18234687
J Biol Rhythms. 1999 Dec;14(6):588-97
pubmed: 10643756
Neuroimage. 2020 Feb 1;206:116287
pubmed: 31655111
Cereb Cortex. 2017 Aug 1;27(8):4022-4032
pubmed: 27473320
Exp Brain Res. 1985;59(1):91-104
pubmed: 4018201
Science. 1978 Feb 3;199(4328):560-3
pubmed: 341313
Cogn Affect Behav Neurosci. 2002 Dec;2(4):300-17
pubmed: 12641175
Neuron. 2020 Feb 5;105(3):577-587.e5
pubmed: 31812515
Atten Percept Psychophys. 2019 Oct;81(7):2288-2303
pubmed: 31489566
J Clin Exp Neuropsychol. 1991 Sep;13(5):789-811
pubmed: 1955532
Clin Neurophysiol. 2015 Feb;126(2):325-32
pubmed: 25066938
Psychophysiology. 1993 Jul;30(4):327-39
pubmed: 8327618
Prog Neuropsychopharmacol Biol Psychiatry. 2020 Dec 20;103:109986
pubmed: 32473190
PLoS One. 2016 Jul 29;11(7):e0159741
pubmed: 27472785
Stem Cells. 2015 Dec;33(12):3504-18
pubmed: 26235913
J Affect Disord. 2020 Mar 15;265:272-277
pubmed: 32090751
J Int Neuropsychol Soc. 1997 Mar;3(2):95-107
pubmed: 9126851
Behav Brain Sci. 2013 Dec;36(6):661-79
pubmed: 24304775
Psychol Assess. 2011 Jun;23(2):437-46
pubmed: 21381833
Front Hum Neurosci. 2013 Jul 23;7:381
pubmed: 23888135
Front Behav Neurosci. 2018 Dec 19;12:319
pubmed: 30618669
J Intell. 2019 Jan 28;7(1):
pubmed: 31162382
Front Hum Neurosci. 2014 Aug 14;8:625
pubmed: 25177284
PLoS One. 2012;7(8):e42862
pubmed: 22912754
J Vis. 2013 Jul 17;13(3):16
pubmed: 23863334
IEEE/ACM Trans Comput Biol Bioinform. 2018 Jan-Feb;15(1):38-45
pubmed: 27740494
Lancet Psychiatry. 2016 May;3(5):472-80
pubmed: 27150382
Neurosci Biobehav Rev. 2011 May;35(6):1305-25
pubmed: 21315758
Neuroimage. 2005 Jun;26(2):471-9
pubmed: 15907304
Trends Cogn Sci. 2012 Dec;16(12):606-17
pubmed: 23141428
Neurol Res. 2001 Sep;23(6):647-50
pubmed: 11547936
Brain Stimul. 2021 Sep-Oct;14(5):1073-1080
pubmed: 34284167
Trends Cogn Sci. 2015 Apr;19(4):188-95
pubmed: 25765608
Nat Hum Behav. 2019 Jul;3(7):746-757
pubmed: 31160812
Neuroimage. 2020 Nov 1;221:117194
pubmed: 32711065
J Biol Rhythms. 1999 Dec;14(6):500-15
pubmed: 10643747
Science. 2022 May 6;376(6593):eabm9922
pubmed: 35511978
Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:1452-1455
pubmed: 30440666
Neuroimage. 2019 Mar;188:43-58
pubmed: 30513395
Perspect Psychol Sci. 2015 Jan;10(1):82-96
pubmed: 25910383
Dement Neuropsychol. 2012 Jan-Mar;6(1):29-34
pubmed: 29213769
Appl Psychophysiol Biofeedback. 2007 Mar;32(1):11-7
pubmed: 17333314
Front Psychol. 2018 Aug 20;9:1504
pubmed: 30177902
Front Psychol. 2013 Oct 16;4:731
pubmed: 24137145
Cereb Cortex. 2013 Nov;23(11):2712-23
pubmed: 22941724
Neuropsychologia. 1987;25(2):359-65
pubmed: 3601041
J Neurosci. 2018 Mar 7;38(10):2495-2504
pubmed: 29437930
Hum Brain Mapp. 2019 Aug 1;40(11):3243-3253
pubmed: 30980462
Exp Brain Res. 2012 May;219(1):37-46
pubmed: 22427137
Ann N Y Acad Sci. 2017 May;1396(1):70-91
pubmed: 28260249
Nat Commun. 2020 Jan 16;11(1):325
pubmed: 31949140
Neuro Oncol. 2021 Jul 1;23(7):1173-1182
pubmed: 33543269
Appl Ergon. 2020 Apr;84:103032
pubmed: 31987515
Front Aging Neurosci. 2020 Aug 13;12:239
pubmed: 32903858
Curr Opin Psychol. 2019 Oct;29:174-180
pubmed: 30986621
Eur J Neurosci. 2020 Nov;52(9):4147-4164
pubmed: 32538509
Accid Anal Prev. 2019 May;126:173-176
pubmed: 29198969
Neurosci Biobehav Rev. 2021 Jul;126:1-11
pubmed: 33737105
Annu Rev Psychol. 2011;62:73-101
pubmed: 19575619
Cochrane Database Syst Rev. 2019 Nov 10;2019(11):
pubmed: 31706263
Vis Neurosci. 2014 Mar;31(2):197-209
pubmed: 24103417
J Clin Med. 2019 Jul 19;8(7):
pubmed: 31330961
Front Hum Neurosci. 2022 Jan 10;15:757128
pubmed: 35082607
Ergonomics. 2010 Oct;53(10):1205-16
pubmed: 20865604
J Atten Disord. 2003 Nov;7(2):83-91
pubmed: 15018357
Exp Brain Res. 2012 Aug;221(1):59-67
pubmed: 22729457
Res Dev Disabil. 2021 Jan;108:103808
pubmed: 33242747
J Neurosci. 2007 Oct 3;27(40):10659-73
pubmed: 17913900
Clin Neurophysiol. 2017 Dec;128(12):2400-2410
pubmed: 29096213
Neural Comput. 2021 Dec 15;34(1):190-218
pubmed: 34710898
Neuroimage. 2010 Feb 15;49(4):3426-35
pubmed: 19925871
J Neurophysiol. 2007 Jan;97(1):229-37
pubmed: 16971677
Sleep Med Rev. 2013 Jun;17(3):215-25
pubmed: 22884948
Neuron. 2018 Aug 22;99(4):854-865.e5
pubmed: 30138591
PLoS One. 2013 Nov 21;8(11):e80058
pubmed: 24278239
Neuropsychologia. 2000;38(9):1261-70
pubmed: 10865102
Neuropsychiatr Dis Treat. 2021 Feb 12;17:493-502
pubmed: 33603386
Neuron. 2015 Oct 7;88(1):127-44
pubmed: 26447577
J Cogn Neurosci. 2018 Sep;30(9):1241-1253
pubmed: 29488845
eNeuro. 2019 Nov 15;6(6):
pubmed: 31685677
Psychol Bull. 2013 Jul;139(4):870-900
pubmed: 23163491
Cogn Sci. 2018 Mar;42(2):600-632
pubmed: 28328113
Neural Netw. 2017 Aug;92:60-68
pubmed: 28396068
Proc Natl Acad Sci U S A. 2016 Jan 26;113(4):E420-9
pubmed: 26755611
Brain. 2022 Oct 21;145(10):3347-3362
pubmed: 35771657
Front Hum Neurosci. 2015 Sep 24;9:519
pubmed: 26483653
Med Biol Eng Comput. 2019 Sep;57(9):2069-2079
pubmed: 31352660
Hum Perf Extrem Environ. 2003 Spring;7(1):15-28
pubmed: 14552346
Aviat Space Environ Med. 2004 Mar;75(3 Suppl):A44-53; discussion A54-60
pubmed: 15018265
J Vis. 2009 Dec 16;9(13):18.1-14
pubmed: 20055551
Annu Rev Neurosci. 2005;28:403-50
pubmed: 16022602
Nat Biotechnol. 2014 Oct;32(10):992-1000
pubmed: 25299917
Hum Factors. 1989 Oct;31(5):519-37
pubmed: 2625347
Neurology. 2012 Jul 10;79(2):175-82
pubmed: 22744656
Hum Factors. 2017 Jun;59(4):661-670
pubmed: 28095256
Neuroimage. 2020 May 15;212:116684
pubmed: 32114151
Hum Brain Mapp. 2016 Jul;37(7):2557-70
pubmed: 27145923
Neurosci Biobehav Rev. 2007;31(7):977-86
pubmed: 17445893
Curr Biol. 2004 Oct 5;14(19):R850-2
pubmed: 15458666
Front Hum Neurosci. 2021 Mar 03;15:541369
pubmed: 33746721
Ayu. 2013 Jul;34(3):270-2
pubmed: 24501521
Nature. 2008 Nov 20;456(7220):391-4
pubmed: 18849967
Neuropsychology. 2016 May;30(4):502-15
pubmed: 26866345
J Sports Sci. 2020 Jul;38(13):1524-1530
pubmed: 32212903
Neuropsychologia. 1997 Jun;35(6):747-58
pubmed: 9204482
Brain Res Brain Res Rev. 2001 Apr;35(2):146-60
pubmed: 11336780
Soc Cogn Affect Neurosci. 2019 Jul 31;14(7):777-787
pubmed: 31269203
Trends Cogn Sci. 2017 Jun;21(6):474-488
pubmed: 28483638
Cereb Cortex. 2021 Nov 23;32(1):29-40
pubmed: 34255825
Res Dev Disabil. 2021 Apr;111:103882
pubmed: 33548744
Nature. 2013 Sep 5;501(7465):97-101
pubmed: 24005416
Neuroimage. 2019 Nov 1;201:116003
pubmed: 31295566
Neuroimage. 2018 May 1;171:148-164
pubmed: 29307606
Q J Exp Psychol (Hove). 2021 Apr;74(4):705-715
pubmed: 33103992
AJNR Am J Neuroradiol. 2018 Oct;39(10):1776-1784
pubmed: 29419402
Psychophysiology. 2008 Mar;45(2):229-39
pubmed: 17971058
J Affect Disord. 2021 Mar 1;282:261-271
pubmed: 33418377
Front Aging Neurosci. 2019 Aug 20;11:220
pubmed: 31481890
Brain. 2014 Jan;137(Pt 1):12-32
pubmed: 23869106
J Vis. 2010 Sep 29;10(11):28
pubmed: 20884523
Cereb Cortex. 2008 Apr;18(4):796-805
pubmed: 17652463
Neuroimage. 2014 Jan 15;85 Pt 3:895-908
pubmed: 23933040
2018 IEEE Int Conf Healthc Inform Workshop (2018). 2018 Jun;2018:49-50
pubmed: 31380010
J Cogn Neurosci. 2016 Aug;28(8):1090-7
pubmed: 27003790
Brain Nerve. 2015 Dec;67(12):1471-80
pubmed: 26618761
J Head Trauma Rehabil. 2020 Nov/Dec;35(6):E513-E523
pubmed: 32472833
Brain Sci. 2020 May 26;10(6):
pubmed: 32466505